{"id":"W2898888457","doi":"10.1002/gps.5016","title":"Cognitive tests for the detection of mild cognitive impairment (MCI), the prodromal stage of dementia: Meta‐analysis of diagnostic accuracy studies","year":2018,"lang":"en","type":"review","venue":"International Journal of Geriatric Psychiatry","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":298,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Trinity College, University of Oxford","keywords":"Dementia; Prodrome; Montreal Cognitive Assessment; Meta-analysis; Cognition; Diagnostic accuracy; Cognitive impairment; Cognitive test; Memory clinic; Psychology; Medicine; Clinical psychology; Audiology; Psychiatry; Internal medicine; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02037157,0.00304709,0.01452048,0.007054674,0.0005603736,0.002809076,0.002369129,0.002080068,0.002430741],"category_scores_gemma":[0.05683537,0.001283057,0.02778824,0.005886583,0.0007394958,0.001631721,0.001186242,0.001939488,0.00019006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00258251,"about_ca_system_score_gemma":0.003508566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006955336,"about_ca_topic_score_gemma":0.0105639,"domain_scores_codex":[0.9887328,0.005959654,0.002668416,0.001090328,0.001295618,0.0002531836],"domain_scores_gemma":[0.9565584,0.03699971,0.003576201,0.0008424214,0.001759961,0.0002632318],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002083488,0.00003899112,0.007761409,0.3799747,0.5679216,0.0001381402,0.0001003252,0.0008569575,0.0002306958,0.0002749076,0.00126076,0.03935795],"study_design_scores_gemma":[0.000452903,0.0002001047,0.006041926,0.03567947,0.9540195,0.0001496448,0.00003593521,0.0003137873,0.0001827138,0.0005261623,0.002371244,0.0000265272],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001447909,0.9976518,0.0003100596,0.0001463611,0.00006915726,0.00007973649,0.0001889901,0.00001168517,0.00009438641],"genre_scores_gemma":[0.08334927,0.9118928,0.002450286,0.0006837662,0.0002946597,0.0005090132,0.0006455745,0.00002313802,0.0001515035],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02037157,"threshold_uncertainty_score":0.1077365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1049792676849161,"score_gpt":0.4539796449587372,"score_spread":0.3490003772738211,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}